Write an introductory paragraph explaining the domain/data set (feel free to borrow from the project proposal)
The datasets that we used was a COVID-19 dataset and a COVID Vaccination dataset. In the COVID-19 dataset, it contains data on the statistics of COVID in countries around the world. This data within this dataset has been collected since the start of the pandemic and has been generated by an organization known as Our World in Data in collaboration with the University of Oxford. The COVID Vaccination dataset has also been generated by the organization, Our World in Data, and contains the statistics of the COVID vaccination in countries around the world over time.
Write a summary paragraph that includes information calculated by your summary information function
From our summary of the dataset, we can see that there are 166,326 observations and 67 features. In the dataset, there are a total of 445,129,499 cases and 5,995,245 deaths as of 2022-03-05. As of 2022-03-05, the location with the most cases is Europe at 161,250,662 total cases and the location with the most deaths is Europe at 1,725,140 total deaths. In the World, United States led with the most tests as there was a total of 820,619,379 tests by 2022-02-26. As of 2022-03-05, in World, 10,850,794,072 vaccinations have been administered.
Render your table and describe pertinent observations found in it
Table is average cases and deaths per date
Describe the purpose of each chart (e.g., “this chart was intended to show the relationship between…”), render each chart, and describe pertinent observations found in each chart
In these two maps, it can be seen that the maps represent the most recent data on the total cases in the dataset. This chart shows the areas where there were the most cases. The vaccination map also shows that where the places that had the most cases also had the most vaccinations.
This scatter plot shows the relationship between the total vaccinations per hundred and the total deaths per million in each country with each being colored by their respective continent. Towards the origin you can see a majority of African countries with a mixture of countries from Oceania and Asia. As you get further away from the origin, it becomes a mixture of North America and Asia and even further out is Europe and South America. This shows that in countries that have lower total vaccinations per hundred, there is more total deaths per million and as you have more total vaccinations, the total deaths per million decreases.